Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 1.281895 1.578187 1.965864 2.529157 3.362471 4.617721 6.812972
2025-07-20 0.929105 1.259526 1.765133 2.666086 4.433583 8.419554 22.015945
2025-07-27 0.730277 1.046245 1.577452 2.661340 5.298949 14.028545 96.090165
2025-08-03 0.598563 0.887558 1.403652 2.559080 5.871890 21.568905 1329.660381
2025-08-10 0.525251 0.803733 1.329947 2.620890 7.042384 41.297319 NaN
2025-08-17 0.476848 0.750809 1.296339 2.759851 8.836593 108.146923 NaN
2025-08-24 0.429433 0.689339 1.225907 2.761009 10.184581 316.678362 NaN
2025-08-31 0.384880 0.625403 1.133554 2.650304 10.821735 1040.842104 NaN
2025-09-07 0.361142 0.598158 1.117577 2.779416 13.629655 NaN NaN
2025-09-14 0.335502 0.562997 1.074353 2.793771 15.854944 NaN NaN
2025-09-21 0.309647 0.523908 1.013352 2.713234 17.068383 NaN NaN
2025-09-28 0.288597 0.492349 0.965445 2.664275 18.775176 NaN NaN
2025-10-05 0.280678 0.488178 0.988903 2.939330 28.375972 NaN NaN
2025-10-12 0.269238 0.474907 0.985535 3.102902 39.983043 NaN NaN
2025-10-19 0.254308 0.452080 0.950985 3.095578 48.258690 NaN NaN
2025-10-26 0.238035 0.424585 0.898456 2.968129 50.685396 NaN NaN
2025-11-02 0.228281 0.410984 0.884071 3.044890 69.026917 NaN NaN
2025-11-09 0.221357 0.403136 0.885274 3.218244 113.577008 NaN NaN
2025-11-16 0.211599 0.387655 0.860475 3.219690 151.084807 NaN NaN
2025-11-23 0.200166 0.367261 0.817442 3.081496 156.723418 NaN NaN
2025-11-30 0.194912 0.361149 0.818438 3.242725 313.360406 NaN NaN
2025-12-07 0.187676 0.349608 0.800178 3.260700 507.641262 NaN NaN
2025-12-14 0.179211 0.334441 0.768037 3.159979 596.252271 NaN NaN